Repositories list

• replica-monitor

  Public
  Part of the Architect Day assets, Replica Monitor allows you to build replica sets and zone-sharded clusters to explore MongoDB's high availability and data sov…

  JavaScript

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• query-api-java-lab

  Public
  MongoDB Query API Java lab

  javamongodb

  javamongodb

  Jupyter Notebook

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•11 pull request•Updated Apr 24, 2026Apr 24, 2026

• mongodb-search-java-server

  Public
  Java

  •

  Apache License 2.0

  •00 forks•22 stars•1010 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• mongodb-vector-search-rag

  Public
  Python

  •1818 forks•3232 stars•22 issues•22 pull requests•Updated Apr 24, 2026Apr 24, 2026

• MongoDBSearchwithSpringBoot

  Public
  This tutorial will help you understand the concepts of MongoDB search with a Spring Boot application

  Java

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• VoyageAI-PythonClient

  Public
  Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search.

  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• SpringSearch

  Public
  A Spring Boot application that transforms an Obsidian vault into a fully searchable knowledge base using MongoDB Search. Features full-text search, autocomplete…

  searchjavaspring-boot+ 1

  searchjavaspring-bootmongodb

  Java

  •

  Apache License 2.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• mongodb-voyage-lab

  Public
  Hands-on TypeScript notebooks exploring VoyageAI's embedding and reranking capabilities with MongoDB Vector Search.

  Jupyter Notebook

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• mern-stack-example

  Public
  Mern Stack code for the Mern Tutorial

  reactnodejsjavascript+ 3

  reactnodejsjavascriptexpressmongodbexpressjs

  JavaScript

  •

  Apache License 2.0

  •337337 forks•395395 stars•44 issues•1111 pull requests•Updated Apr 24, 2026Apr 24, 2026

• Data-Modeling-Worksheets

  Public
  JavaScript

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• nextjs-news-template-mongodb

  Public
  TypeScript

  •1111 forks•1313 stars•11 issue•22 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MongoDB-vector-search-langchain

  Public
  This Repo shows how to integrate LangChain, Open AI and store embeddings in the MongoDB Atlas and run a similarity search using MongoDB Vector Search.

  Jupyter Notebook

  •

  Apache License 2.0

  •33 forks•1212 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MongoDB-search-workshop

  Public
  JavaScript

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• atlas-bedrock-crime-story-demo

  Public
  A demo game to showcase a fun interaction between MongoDB Atlas Database, MongoDB Vector Search and AWS Bedrock base modules

  Vue

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• mongodb-java-spring-boot-MongoDB-search

  Public
  This repository contains a Java Spring Boot template to start a MongoDB project with MongoDB Search.

  Java

  •

  Apache License 2.0

  •22 forks•33 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MongoDBVectorSearchWithAmazonSageMaker

  Public
  Example implementation for MongoDB Vector Search with Amazon SageMaker

  mongodbamazonvector+ 2

  mongodbamazonvectoratlassagemaker

  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• getting-started-search-java

  Public
  A demo application for getting started with MongoDB Search.

  javamongodbatlas+ 3

  javamongodbatlasmongodb-java-drivermongodb-atlasatlas-search

  Java

  •

  Apache License 2.0

  •00 forks•33 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• atlas-bedrock-product-chatbot

  Public
  A demo product to showcase an AI product catalog interaction using MongoDB Atlas Database, MongoDB Vector Search and AWS Bedrock base modules

  Vue

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• Google-Cloud-Semantic-Search

  Public
  Vector search with MongoDB Atlas and Google Cloud

  mongodbmongodb-atlasvector-search+ 1

  mongodbmongodb-atlasvector-searchatlas-search

  JavaScript

  •

  Apache License 2.0

  •77 forks•1616 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• vercel-ai-memory

  Public
  TypeScript

  •

  Other

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• jedee

  Public
  Jupyter EDEE

  Jupyter Notebook

  •

  Apache License 2.0

  •2525 forks•5252 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• query-api-python-lab

  Public
  MongoDB Query API Python lab

  pythonmongodb

  pythonmongodb

  Jupyter Notebook

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• mongodb-search-as-you-type-suggest

  Public
  Code for as-you-type suggest solution using MongoDB Search

  Apache License 2.0

  •00 forks•33 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• search-analysers-with-mongodb

  Public
  This repository will help you understand the advanced concepts of MongoDB search like custom analyzers, MongoDB search with geo locations and use of compounds

  Java

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• MongoDB-search-playground-chatbot-starter

  Public
  JavaScript

  •88 forks•1313 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• mongodb-openai-agentic-rentals

  Public
  A modern rental property search application powered by MongoDB Vector Search and OpenAI's Agents SDK for intelligent, conversational property discovery.

  JavaScript

  •11 fork•00 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• kotlin-driver-search

  Public
  This repository demonstrates how to integrate MongoDB Search with the Kotlin Sync driver using a Spring Boot REST application. The goal is to create a solution …

  kotlinmongodbmongodb-driver+ 2

  kotlinmongodbmongodb-drivermongodb-atlasatlas-search

  Kotlin

  •11 fork•66 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• frauddetector

  Public
  A real-time fraud detection demo built with Spring Boot, Apache Kafka, and MongoDB Vector Search. It generates synthetic transactions, embeds each one with Open…

  javakafkaai+ 1

  javakafkaaispring-boot

  Java

  •11 fork•22 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• Spring-AI-MongoDB-Lab

  Public
  A library application to walkthrough implementing vector search, RAG, and agentic workflow with MongoDB and Spring AI

  TypeScript

  •

  Apache License 2.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• architect-day-sharding-distro

  Public
  Pre-build executables for the Architect Day sharding performance demo.

  HTML

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026